Search

Steven M. Sutherland

Examiner (ID: 11488, Phone: (571)270-1902 , Office: P/3741 )

Most Active Art Unit
3741
Art Unit(s)
3741, 3752
Total Applications
1147
Issued Applications
889
Pending Applications
86
Abandoned Applications
191

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 17340806 [patent_doc_number] => 20220007137 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-01-06 [patent_title] => MACHINE LEARNING TECHNIQUES FOR LOCATION TRACKING [patent_app_type] => utility [patent_app_number] => 17/121802 [patent_app_country] => US [patent_app_date] => 2020-12-15 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11623 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 102 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17121802 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/121802
MACHINE LEARNING TECHNIQUES FOR LOCATION TRACKING Dec 14, 2020 Abandoned
Array ( [id] => 16857466 [patent_doc_number] => 20210158211 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-05-27 [patent_title] => LINEAR TIME ALGORITHMS FOR PRIVACY PRESERVING CONVEX OPTIMIZATION [patent_app_type] => utility [patent_app_number] => 16/953977 [patent_app_country] => US [patent_app_date] => 2020-11-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10452 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -21 [patent_words_short_claim] => 105 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16953977 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/953977
Linear time algorithms for privacy preserving convex optimization Nov 19, 2020 Issued
Array ( [id] => 16965366 [patent_doc_number] => 20210216865 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-07-15 [patent_title] => SYSTEMS AND METHODS FOR DEEP NEURAL NETWORKS ON DEVICE LEARNING (ONLINE AND OFFLINE) WITH AND WITHOUT SUPERVISION [patent_app_type] => utility [patent_app_number] => 16/952250 [patent_app_country] => US [patent_app_date] => 2020-11-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8516 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16952250 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/952250
Systems and methods for deep neural networks on device learning (online and offline) with and without supervision Nov 18, 2020 Issued
Array ( [id] => 17598257 [patent_doc_number] => 20220147831 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-12 [patent_title] => AUTOMATIC AND UNSUPERVISED DETACHED SUBGRAPH DETECTION IN DEEP LEARNING PROGRAMS [patent_app_type] => utility [patent_app_number] => 17/096494 [patent_app_country] => US [patent_app_date] => 2020-11-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9033 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 59 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17096494 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/096494
AUTOMATIC AND UNSUPERVISED DETACHED SUBGRAPH DETECTION IN DEEP LEARNING PROGRAMS Nov 11, 2020 Pending
Array ( [id] => 17507981 [patent_doc_number] => 20220101084 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => PIPELINING FOR ANALOG-MEMORY-BASED NEURAL NETWORKS WITH ALL-LOCAL STORAGE [patent_app_type] => utility [patent_app_number] => 17/036246 [patent_app_country] => US [patent_app_date] => 2020-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6260 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 139 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17036246 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/036246
PIPELINING FOR ANALOG-MEMORY-BASED NEURAL NETWORKS WITH ALL-LOCAL STORAGE Sep 28, 2020 Pending
Array ( [id] => 17129262 [patent_doc_number] => 20210304031 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-30 [patent_title] => LEARNING DEVICE AND NON-TRANSITORY COMPUTER READABLE MEDIUM [patent_app_type] => utility [patent_app_number] => 17/016364 [patent_app_country] => US [patent_app_date] => 2020-09-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8154 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 110 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17016364 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/016364
LEARNING DEVICE AND NON-TRANSITORY COMPUTER READABLE MEDIUM Sep 8, 2020 Abandoned
Array ( [id] => 16676176 [patent_doc_number] => 20210064942 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-03-04 [patent_title] => ITERATIVE CALIBRATION METHOD FOR A DIRECT NEURAL INTERFACE USING A MARKOV MIXTURE OF EXPERTS WITH MULTIVARIATE REGRESSION [patent_app_type] => utility [patent_app_number] => 17/011276 [patent_app_country] => US [patent_app_date] => 2020-09-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6107 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -6 [patent_words_short_claim] => 539 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17011276 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/011276
Iterative calibration method for a direct neural interface using a markov mixture of experts with multivariate regression Sep 2, 2020 Issued
Array ( [id] => 17430785 [patent_doc_number] => 20220058494 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-24 [patent_title] => HYBRID ENSEMBLE MODEL LEVERAGING EDGE AND SERVER SIDE INFERENCE [patent_app_type] => utility [patent_app_number] => 16/998061 [patent_app_country] => US [patent_app_date] => 2020-08-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5637 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 103 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16998061 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/998061
HYBRID ENSEMBLE MODEL LEVERAGING EDGE AND SERVER SIDE INFERENCE Aug 19, 2020 Abandoned
Array ( [id] => 17129300 [patent_doc_number] => 20210304069 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-09-30 [patent_title] => METHOD FOR TRAINING CLASSIFICATION MODEL, CLASSIFICATION METHOD AND DEVICE, AND STORAGE MEDIUM [patent_app_type] => utility [patent_app_number] => 16/995765 [patent_app_country] => US [patent_app_date] => 2020-08-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9045 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [patent_words_short_claim] => 133 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16995765 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/995765
METHOD FOR TRAINING CLASSIFICATION MODEL, CLASSIFICATION METHOD AND DEVICE, AND STORAGE MEDIUM Aug 16, 2020 Abandoned
Array ( [id] => 17809826 [patent_doc_number] => 20220261661 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-18 [patent_title] => METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO IMPROVE JOB SCHEDULING EFFICIENCY [patent_app_type] => utility [patent_app_number] => 17/625946 [patent_app_country] => US [patent_app_date] => 2020-08-07 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 28839 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -22 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17625946 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/625946
METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO IMPROVE JOB SCHEDULING EFFICIENCY Aug 6, 2020 Pending
Array ( [id] => 16919230 [patent_doc_number] => 20210192322 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-06-24 [patent_title] => Method For Determining A Confidence Level Of Inference Data Produced By Artificial Neural Network [patent_app_type] => utility [patent_app_number] => 16/984485 [patent_app_country] => US [patent_app_date] => 2020-08-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10815 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -8 [patent_words_short_claim] => 159 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16984485 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/984485
Method For Determining A Confidence Level Of Inference Data Produced By Artificial Neural Network Aug 3, 2020 Abandoned
Array ( [id] => 17402015 [patent_doc_number] => 20220044105 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-10 [patent_title] => TRAINING MULTIMODAL REPRESENTATION LEARNING MODEL ON UNNANOTATED MULTIMODAL DATA [patent_app_type] => utility [patent_app_number] => 16/984909 [patent_app_country] => US [patent_app_date] => 2020-08-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7918 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 70 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16984909 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/984909
Training multimodal representation learning model on unannotated multimodal data Aug 3, 2020 Issued
Array ( [id] => 16600638 [patent_doc_number] => 20210027169 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-01-28 [patent_title] => Method for Training Parametric Machine Learning Systems [patent_app_type] => utility [patent_app_number] => 16/938035 [patent_app_country] => US [patent_app_date] => 2020-07-24 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 4615 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 47 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16938035 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/938035
Method for Training Parametric Machine Learning Systems Jul 23, 2020 Abandoned
Array ( [id] => 16630797 [patent_doc_number] => 20210049450 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-02-18 [patent_title] => PROCESSOR CHIP AND CONTROL METHODS THEREOF [patent_app_type] => utility [patent_app_number] => 16/906130 [patent_app_country] => US [patent_app_date] => 2020-06-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9568 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16906130 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/906130
Processor chip and control methods thereof Jun 18, 2020 Issued
Array ( [id] => 17151753 [patent_doc_number] => 11144831 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2021-10-12 [patent_title] => Regularized neural network architecture search [patent_app_type] => utility [patent_app_number] => 16/906034 [patent_app_country] => US [patent_app_date] => 2020-06-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 7 [patent_no_of_words] => 8703 [patent_no_of_claims] => 16 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 374 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16906034 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/906034
Regularized neural network architecture search Jun 18, 2020 Issued
Array ( [id] => 17673542 [patent_doc_number] => 20220186709 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-16 [patent_title] => REINFORCEMENT LEARNING-BASED REAL TIME ROBUST VARIABLE PITCH CONTROL OF WIND TURBINE SYSTEMS [patent_app_type] => utility [patent_app_number] => 17/260323 [patent_app_country] => US [patent_app_date] => 2020-05-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6291 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 333 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17260323 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/260323
REINFORCEMENT LEARNING-BASED REAL TIME ROBUST VARIABLE PITCH CONTROL OF WIND TURBINE SYSTEMS May 21, 2020 Pending
Array ( [id] => 17794606 [patent_doc_number] => 20220253698 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-08-11 [patent_title] => NEURAL NETWORK-BASED MEMORY SYSTEM WITH VARIABLE RECIRCULATION OF QUERIES USING MEMORY CONTENT [patent_app_type] => utility [patent_app_number] => 17/613398 [patent_app_country] => US [patent_app_date] => 2020-05-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10118 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17613398 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/613398
NEURAL NETWORK-BASED MEMORY SYSTEM WITH VARIABLE RECIRCULATION OF QUERIES USING MEMORY CONTENT May 21, 2020 Pending
Array ( [id] => 17675436 [patent_doc_number] => 20220188603 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-06-16 [patent_title] => Neural Network Learning Method, Neural Network Generation Method, Trained Device, Mobile Terminal Device, Learning Processing Device and Recording Medium [patent_app_type] => utility [patent_app_number] => 17/440037 [patent_app_country] => US [patent_app_date] => 2020-03-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12014 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -10 [patent_words_short_claim] => 2 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17440037 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/440037
Neural Network Learning Method, Neural Network Generation Method, Trained Device, Mobile Terminal Device, Learning Processing Device and Recording Medium Mar 16, 2020 Abandoned
Array ( [id] => 16931446 [patent_doc_number] => 20210197335 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2021-07-01 [patent_title] => Data Augmentation Method Based On Generative Adversarial Networks In Tool Condition Monitoring [patent_app_type] => utility [patent_app_number] => 16/970301 [patent_app_country] => US [patent_app_date] => 2020-02-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 2786 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 1502 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16970301 [rel_patent_id] =>[rel_patent_doc_number] =>)
16/970301
Data Augmentation Method Based On Generative Adversarial Networks In Tool Condition Monitoring Feb 27, 2020 Abandoned
Array ( [id] => 18265019 [patent_doc_number] => 20230086261 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-03-23 [patent_title] => CLUSTERING DEVICE, CLUSTERING METHOD, AND CLUSTERING PROGRAM [patent_app_type] => utility [patent_app_number] => 17/801779 [patent_app_country] => US [patent_app_date] => 2020-02-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5147 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -5 [patent_words_short_claim] => 172 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17801779 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/801779
CLUSTERING DEVICE, CLUSTERING METHOD, AND CLUSTERING PROGRAM Feb 24, 2020 Pending
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